U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation
☆955Apr 4, 2024Updated last year
Alternatives and similar repositories for U-Mamba
Users that are interested in U-Mamba are comparing it to the libraries listed below
Sorting:
- SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation☆550Jun 28, 2025Updated 8 months ago
- Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining☆372Mar 19, 2024Updated last year
- Mamba-UNet Zoo☆782Sep 13, 2024Updated last year
- (ACM TOMM) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".☆799Sep 3, 2025Updated 6 months ago
- Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"☆425Mar 29, 2024Updated last year
- VMamba: Visual State Space Models，code is based on mamba☆3,054Mar 7, 2025Updated last year
- [MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.☆485Nov 2, 2024Updated last year
- [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model☆3,805Feb 13, 2025Updated last year
- ☆8,076Feb 18, 2026Updated 2 weeks ago
- [IEEE TCSVT] Vivim: a Video Vision Mamba for Medical Video Segmentation☆185Jun 12, 2025Updated 8 months ago
- SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image☆868Sep 21, 2025Updated 5 months ago
- Large Kernel Vision Mamba UNet for Medical Image Segmentation☆134Jun 26, 2024Updated last year
- Segment Anything in Medical Images☆4,105May 7, 2025Updated 10 months ago
- [IEEE TMI-2024] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation☆510Dec 14, 2025Updated 2 months ago
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆665Oct 24, 2025Updated 4 months ago
- MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentat…☆121Aug 4, 2025Updated 7 months ago
- ☆150Feb 9, 2026Updated 3 weeks ago
- ☆119Mar 15, 2024Updated last year
- This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medi…☆3,105Feb 25, 2026Updated last week
- This is the official code repository for "MedMamba: Vision Mamba for Medical Image Classification"☆580Sep 10, 2024Updated last year
- This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"☆311Jul 26, 2024Updated last year
- ☆289Jun 1, 2023Updated 2 years ago
- [Neurocomputing] The official code for "H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation".☆130Jan 23, 2025Updated last year
- Replacing Mamba with xLSTM! It works better. We show that xLSTM-Unet can be an effective semantic segmentation backbone.☆197Jul 5, 2024Updated last year
- [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆520Jun 23, 2025Updated 8 months ago
- [ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆399Jan 13, 2026Updated last month
- Mamba SSM architecture☆17,311Feb 18, 2026Updated 2 weeks ago
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆369Jan 11, 2026Updated last month
- Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]☆1,348Sep 10, 2025Updated 5 months ago
- SOTA medical image segmentation methods based on various challenges☆1,659Dec 12, 2023Updated 2 years ago
- ☆287Nov 10, 2025Updated 3 months ago
- Official implementation of SAM-Med2D☆1,090Jun 18, 2024Updated last year
- [ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"☆2,330May 9, 2025Updated 9 months ago
- The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up un…☆363Sep 3, 2024Updated last year
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆218Dec 1, 2025Updated 3 months ago
- Tool for robust segmentation of >100 important anatomical structures in CT and MR images☆2,502Feb 11, 2026Updated 3 weeks ago
- ☆99Feb 18, 2025Updated last year
- Segment Anything Model for Medical Image Segmentation: Open-Source Project Summary☆1,067Nov 5, 2025Updated 4 months ago
- Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan☆275May 6, 2024Updated last year